About the Authors

Yiling Wang

Contributed equally to this work with: Yiling Wang, Zhanpeng Shu

Roles Formal analysis, Investigation, Software, Visualization

Affiliation State Key Laboratory of Bioreactor Engineering, East China University of Science and Technology, Shanghai, China

Zhanpeng Shu

Contributed equally to this work with: Yiling Wang, Zhanpeng Shu

Roles Formal analysis, Methodology, Software, Visualization

Affiliation School of Electrical Engineering, Shanghai Dianji University, Shanghai, China

Zhixing Cao

Roles Conceptualization, Project administration, Supervision, Writing – original draft, Writing – review & editing

z.cao@queensu.ca (ZC); ramon.grima@ed.ac.uk (RG)

Affiliations State Key Laboratory of Bioreactor Engineering, East China University of Science and Technology, Shanghai, China, Department of Chemical Engineering, Queen’s University, Kingston, Canada

Ramon Grima

Roles Conceptualization, Project administration, Supervision, Writing – original draft, Writing – review & editing

z.cao@queensu.ca (ZC); ramon.grima@ed.ac.uk (RG)

Affiliation School of Biological Sciences, University of Edinburgh, Edinburgh, United Kingdom

Competing Interests

The authors have declared that no competing interests exist.